Legal claims defining the scope of protection, as filed with the USPTO.
2. The blank template form generation method of claim 1, wherein the synthetically generated template forms are blank forms.
3. The blank template form generation method of claim 1, wherein the synthetically generated template forms are filled or partly filled.
4. The blank template form generation method of claim 1, further comprising providing the synthetically generated template forms with one or more artifacts that are characteristic of images.
5. The blank template form generation method of claim 4, wherein the artifacts are selected from the group consisting of variations in geometric transformations, lossy compressions, compression noise, binarizations, scanner noise, and camera noise.
6. The blank template form generation method of claim 1, further comprising receiving an input image and generating the blank template form from the input image.
7. The blank template form generation method of claim 6, wherein generating the blank template form from the input image comprises removing values identified in the input image.
8. The blank template form generation method of claim 7, wherein generating the blank template form from the input image comprises producing an editable form.
9. The blank template form generation method of claim 8, wherein producing an editable form comprises producing a form in which only fields containing values are editable.
10. The blank template form generation method of claim 1, wherein the deep learning system comprises a neural network selected from the group consisting of convolutional neural networks, deep convolutional neural networks, and fully convolutional neural networks.
12. The blank template form generation system of claim 11, wherein the synthetically generated template forms are blank forms.
13. The blank template form generation system of claim 11, wherein the synthetically generated template forms are filled or partly filled.
14. The blank template form generation system of claim 11, further comprising providing the synthetically generated template forms with one or more artifacts that are characteristic of images.
15. The blank template form generation system of claim 14, wherein the artifacts are selected from the group consisting of variations in geometric transformations, lossy compressions, compression noise, binarizations, scanner noise, and camera noise.
16. The blank template form generation system of claim 11, further comprising receiving an input image and generating the blank template form from the input image.
17. The blank template form generation system of claim 16, wherein generating the blank template form from the input image comprises removing values identified in the input image.
18. The blank template form generation system of claim 17, wherein generating the blank template form from the input image comprises producing an editable form.
19. The blank template form generation system of claim 18, wherein producing an editable form comprises producing a form in which only fields containing values are editable.
20. The blank template form generation system of claim 11, wherein the deep learning system comprises a neural network selected from the group consisting of convolutional neural networks, deep convolutional neural networks, and fully convolutional neural networks.
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February 7, 2023
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